Search Results - "SUDRET, BRUNO"

Generalized F‐discrepancy‐based point selection strategy for dependent random variables in uncertainty quantification of nonlinear structures.

Authors: Yang, Junyi Tao, Jinju Sudret, Bruno et al.

Source: International Journal for Numerical Methods in Engineering; 4/15/2020, Vol. 121 Issue 7, p1507-1529, 23p

mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection.

Authors: Schär, Styfen Marelli, Stefano Sudret, Bruno

Source: Computer Methods in Applied Mechanics & Engineering; Feb2026:Part A, Vol. 449, pN.PAG-N.PAG, 1p

MF-GLaM: A multifidelity stochastic emulator using generalized lambda models.

Authors: Giannoukou, Katerina Zhu, Xujia Marelli, Stefano et al.

Source: Computer Methods in Applied Mechanics & Engineering; Jan2026:Part B, Vol. 448, pN.PAG-N.PAG, 1p

Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework.

Authors: Moustapha, Maliki Sudret, Bruno

Source: Structural & Multidisciplinary Optimization. Nov2019, Vol. 60 Issue 5, p2157-2176. 20p.

How is a global sensitivity analysis of a catchment-scale, distributed pesticide transfer model performed? Application to the PESHMELBA model.

Authors: Rouzies, Emilie Lauvernet, Claire Sudret, Bruno et al.

Source: Geoscientific Model Development. 2023, Vol. 16 Issue 11, p3137-3163. 27p.

Robust design optimization with limited data for char combustion: Robust Design Optimization...: Y. Guo et al.

Authors: Guo, Yulin Lee, Dongjin Kramer, Boris

Source: Structural & Multidisciplinary Optimization. Mar2025, Vol. 68 Issue 3, p1-18. 18p.

A survey on multi-fidelity surrogates for simulators with functional outputs: Unified framework and benchmark.

Authors: Brunel, Lucas Balesdent, Mathieu Brevault, Loïc et al.

Source: Computer Methods in Applied Mechanics & Engineering; Feb2025, Vol. 435, pN.PAG-N.PAG, 1p

Quantile-based optimization under uncertainties using adaptive Kriging surrogate models.

Authors: Moustapha, Maliki Sudret, Bruno Bourinet, Jean-Marc et al.

Source: Structural & Multidisciplinary Optimization. Dec2016, Vol. 54 Issue 6, p1403-1421. 19p.

Euclid preparation: II. The EuclidEmulator – a tool to compute the cosmology dependence of the nonlinear matter power spectrum.

Authors: Knabenhans, Mischa Stadel, Joachim Marelli, Stefano et al.

Source: Monthly Notices of the Royal Astronomical Society; Apr2019, Vol. 484 Issue 4, p5509-5529, 21p

Maximum a posteriori estimation for linear structural dynamics models using Bayesian optimization with rational polynomial chaos expansions.

Authors: Schneider, Felix Papaioannou, Iason Sudret, Bruno et al.

Source: Computer Methods in Applied Mechanics & Engineering; Dec2024:Part B, Vol. 432, pN.PAG-N.PAG, 1p

Reliability-based design optimization using kriging surrogates and subset simulation.

Authors: Dubourg, Vincent Sudret, Bruno Bourinet, Jean-Marc

Source: Structural & Multidisciplinary Optimization. Nov2011, Vol. 44 Issue 5, p673-690. 18p.

Multifidelity aerodynamic shape optimization for mitigating dynamic stall using Cokriging regression-based infill.

Authors: Raul, Vishal Leifsson, Leifur

Source: Structural & Multidisciplinary Optimization. Nov2023, Vol. 66 Issue 11, p1-21. 21p.

Learning non-stationary and discontinuous functions using clustering, classification and Gaussian process modelling.

Authors: Moustapha, Maliki Sudret, Bruno

Source: Computers & Structures; Jun2023, Vol. 281, pN.PAG-N.PAG, 1p

Uncertainty quantification and global sensitivity analysis for economic models.

Authors: Harenberg, Daniel Marelli, Stefano Sudret, Bruno et al.

Source: Quantitative Economics. Jan2019, Vol. 10 Issue 1, p1-41. 41p.

A spectral surrogate model for stochastic simulators computed from trajectory samples.

Authors: Lüthen, Nora Marelli, Stefano Sudret, Bruno

Source: Computer Methods in Applied Mechanics & Engineering; Mar2023, Vol. 406, pN.PAG-N.PAG, 1p

Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters.

Authors: Moustapha, Maliki Galimshina, Alina Habert, Guillaume et al.

Source: Structural & Multidisciplinary Optimization. Dec2022, Vol. 65 Issue 12, p1-22. 22p.

A non-intrusive stochastic phase field method for crack propagation in functionally graded materials.

Authors: Dsouza, Shaima M. Hirshikesh Mathew, Tittu V. et al.

Source: Acta Mechanica. Jul2021, Vol. 232 Issue 7, p2555-2574. 20p.

Mapping the drivers of uncertainty in atmospheric selenium deposition with global sensitivity analysis.

Authors: Feinberg, Aryeh Maliki, Moustapha Stenke, Andrea et al.

Source: Atmospheric Chemistry & Physics. Feb2020, Vol. 20 Issue 3, p1363-1390. 28p. 1 Diagram, 5 Charts, 9 Graphs, 2 Maps.

A new efficient decoupled reliability-based design optimization method with quantiles.

Authors: Li, Gang Yang, Hua Zhao, Gang

Source: Structural & Multidisciplinary Optimization. Feb2020, Vol. 61 Issue 2, p635-647. 13p.

Determination of sample size for input variables in RBDO through bi-objective confidence-based design optimization under input model uncertainty.

Authors: Jung, Yongsu Cho, Hyunkyoo Duan, Zunyi et al.

Source: Structural & Multidisciplinary Optimization. Jan2020, Vol. 61 Issue 1, p253-266. 14p.